Kunstig intelligens

> > With this book, authors L. Y. Pratt and N. E. Malcolm fill this gap. They present a step-by-step method for integrating technology into decisions that bridge from actions to desired outcomes, with a focus on systems that act in an advisory, human-in-the-loop capacity to decision makers. > How can decision makers use data and technology to ensure desired outcomes? How can technology teams communicate effectively with decision makers to maximize the return on their data and technology investments? How can organizational decision makers assess and improve their decisions over time

A self-contained and practical introduction that assumes no prior knowledge of programming or machine learning.

Reinforcement learning is a learning paradigm concerned with learning to control a system so as to maximize a numerical performance measure that expresses a long-term objective. What distinguishes reinforcement learning from supervised learning is that only partial feedback is given to the learner about the learner's predictions. Further, the predictions may have long term effects through influencing the future state of the controlled system. Thus, time plays a special role. The goal in reinforcement learning is to develop efficient learning algorithms, as well as to understand the algorithms' merits and limitations. Reinforcement learning is of great interest because of the large number of practical applications that it can be used to address, ranging from problems in artificial intelligence to operations research or control engineering. In this book, we focus on those algorithms of reinforcement learning that build on the powerful theory of dynamic programming. We give a fairly comprehensive catalog of learning problems, describe the core ideas, note a large number of state of the art algorithms, followed by the discussion of their theoretical properties and limitations. Table of Contents: Markov Decision Processes / Value Prediction Problems / Control / For Further Exploration

Artificial Intelligence and Music Ecosystem highlights the opportunities and rewards associated with the application of AI in the creative arts.

Engineering Deep Learning Systems teaches you to design and implement an automated platform to support creating, training, and maintaining deep learning models. In it, you'll learn just enough about deep learning to understand the needs of the data scientists who will be using your system. You'll learn to gather requirements, translate them into system component design choices, and integrate those components into a cohesive whole. A complete example system and insightful exercises help you build an intuitive understanding of DL system design.

Beg-Int user level

De digitale intelligenser har været undervejs i mange årtier. Men nu har de for alvor fået deres folkelige gennembrud. I 2023 var flere af dem i stand til at løse intelligens- og kreativitetstests væsentligt bedre end end de fleste mennesker. 2023 blev også året hvor de erhvervede en slags ytringsfrihed.Med AI Strategi - drejebog for digital intelligens, sætter Jesper Bove-Nielsen scenen for forretningsmæssig og strategisk anvendelse af digital intelligens i bred forstand. Det er ikke en bog om ChatGPT eller "prompt-engineering" - men en ledelses- og strategibog der sætter læseren i stand til at forstå, forklare og søsætte en strategi for digital intelligens for virksomheden.Bogen er både tankevækkende og dyb, provokerende og praktisk. Den er sprængfyldt med modeller der kan benyttes til at sætte strategiarbejdet i gang i såvel store som mindre virksomheder.

I Overdragelsen undersøger David Runciman historien om de tænkende maskiner, som vi skabte for at redde os fra vores alt for menneskelige begrænsninger – og demonstrerer, hvad dette radikale nye syn på vores nære fortid betyder for vores kollektive fremtid.

Facing barriers in effective leadership? Feel limited by time and resources in leading and coaching your team to success? Imagine the power of a virtual mentor, accessible 24/7.This book is a groundbreaking guide that equips you with AI-powered support to enhance your leadership skills. It offers 111 transformative prompts and their formulas. Tailor them to your specific sector, role, and aspirations to emerge as the leader your team requires. Suitable for use with ChatGPT, Microsoft Copilot, Bing Chat, Google Bard, Meta Llama, and more.Transform the way you lead. Make AI a cornerstone in your leadership arsenal today. This is leadership development at its peak, reflecting the best practices of business management books.Uncover the Comprehensive Benefits of this Book: Speedy Implementation: Instantly create actionable plans, a lesson straight from the leaders book for efficiency.Quality Enhancement: Utilize AI to supercharge your work, as championed in the best business coaching books.Customization: Efficiently customize your leadership models, a concept borrowed from the art of coaching teams.Innovative Thinking: Spark innovation, a necessary pivot to augment your people skills.Personal Empowerment: Gain unique perspectives for strategic decision-making.Special Bonuses Included with Your Book: Exclusive access to 'My Coaching, Mentoring & Leadership Advisor' GPT: It offers personalized leadership, coaching, and mentoring guidance, significantly enhancing your professional growth with custom-tailored insights and strategies. GPT was developed with OpenAI's GPT tech.E-copy of the book: Maximize your efficiency. Effortlessly copy, paste, and tailor prompts to your needs. No more retyping.222 AI-Powered Coaching Prompt Examples: Gain a strategic edge in your career with these real-world examples.All-encompassing AI ChatGPT Guide: It makes AI understandable & actionable, paving the way for its integration into your work. It is for all skill levels. 1100 Follow-up Prompts: Ensure unending development and innovation. These prompts offer continuous inspiration.Concerned about the cost or skeptical about the effectiveness of AI in leadership?Experience the high ROI in leadership growth and efficiency that justifies your investment, a promise held by a powerful business strategy book like this one.Transform your career with this high-impact, efficient guide, a roadmap to developing your leadership skills.Who Needs This Book?Professionals seeking transformative growth. Coaches and mentors aiming to amplify their impact. Organizations desiring a competitive advantage in leadership. Leaders focused on efficiency.This is a book for change-makers and innovators in the leadership spectrum, who are ready for a transformative experience. It's a leadership book designed for those who dare to dream and lead, for the leaders and dreamers.This isn't just a book; it's an innovative solution to your leadership challenges!Click "Buy Now" to embark on your transformative journey in leadership today, mastering AI for business and beyond.

Struggling with leadership burnout? Turn AI into your 24/7 Executive Coach with this leadership development book tailored for the modern leader. Embark on a journey of transformation with our book, featuring 111 revolutionary prompts paired with their powerful formulas. Tailor them to your role and industry and become the visionary leader your organization seeks. Compatible with ChatGPT, Microsoft Copilot, Bing Chat, Google Bard & more.Through AI prompt engineering and AI prompting, this coaching book bridges the gap between traditional leadership methods and the futuristic approach of AI prompts for business. Whether you're a seasoned CEO or an aspiring leader, this book is an essential addition to your business book collection. It's a transformative tool that caters to anyone looking to refine their business strategy & leadership skills.The Pivotal Benefits This Book Offers You: Cut through Chaos: Enhance leadership with focused AI prompts. Boost Performance: Elevate teams with top business book strategies. Adapt with Coaching: Transform rigid methods into dynamic leadership. Drive Innovation: Foster leaders using AI prompt techniques. Build Confidence: Gain insights for decisive leadership with AI ChatGPT prompts.Bonus Material Exclusive to This Book: Exclusive access to 'My Coaching, Mentoring & Leadership Advisor' GPT: It offers personalized leadership, coaching, and mentoring guidance, significantly enhancing your professional growth. GPT was developed with OpenAI's GPT technology.222 AI Interaction-Based Prompt Examples: Use real-world AI prompt examples to elevate your coaching abilities. E-copy of the book: Maximize your efficiency with our PDF. Effortlessly copy, paste, and tailor prompts to your needs. No retyping!In-Depth AI ChatGPT Exploration Guide: Comprehensive guide breaks down AI intricacies, offering an easy approach to incorporating AI tactics into your work. Ideal for novices & experts.1100 Follow-Up Prompts: With the extensive follow-up prompts, you're equipped to continually innovate and inspire, transforming each interaction with the Chatbot into a learning opportunity.Why Is This Book Your Next-Level Leadership Investment?From ROI Worries to ROI Wins: The ROI of integrating AI prompts extends beyond dollars, fueling your leadership skills development.From Tech Phobia to Tech Fluency: Perfect for those new to AI, this mentoring book ensures business coaching success.Who Needs This Book?Transforming Aspirations: Essential for professionals using unique business management books to lead the way. Mentor's Guide: Ideal for coaches teaching business leadership nuances. Achieving Results: Perfect for organizations using AI prompts to exceed objectives. Maximizing Efficiency: Crucial for leaders focused on impactful time and resource use.This is not your average leadership book; it's a tactical toolkit, powered by AI, designed to elevate your impact, and rewrite the rules of what effective business and leadership looks like.Click "Buy Now" today to transition from your current challenges to an era of AI-enabled coaching, mentoring, and leadership.

Supercharge your leadership journey with innovative AI Prompt strategies-Are you ready to lead, coach, and mentor your team and colleagues with AI-driven precision? Imagine a ChatGPT Prompt Mastery experience that transforms the way you lead, develop teams, and reach your goals! This is your essential AI prompt book for an era where AI prompt engineering stands at the forefront of innovation. This book includes 111 game-changing prompts and their formulas. Apply them to your specific role, industry, and ambition-become the leader you want to be! Prompts are suitable for ChatGPT, Microsoft Copilot, Bing Chat, Google Bard, Meta Llama, and other popular AI prompt bots.Discover the Book's Unmatched Advantages: Immediate Action Plans: Craft laser-focused AI prompts for business that redefine coaching, mentoring, and leadership, all in less time than it takes to read this sentence.Quality, Upgraded: AI ChatGPT isn't just a tool-it's your partner in making every interaction more potent, skyrocketing your team's performance.Personalized Scaling: Your leadership skills made easy with AI's help, allowing you to tailor your approach and unleash the full potential of your team.Rethink Leadership: Discard stale strategies and embrace ChatGPT prompts to pioneer groundbreaking methods that will place you among top leaders. And empower yourself.Exclusive Bonuses Included with Your Purchase: Exclusive access to 'My Coaching, Mentoring & Leadership Advisor' GPT: This unique GPT offers personalized leadership, coaching, and mentoring guidance, significantly enhancing your professional growth with custom-tailored strategies. GPT was developed with OpenAI's GPT technology. 222 Real-World AI Prompt Examples: Gain a competitive edge in business coaching. These examples will sharpen your skills and enhance your coaching techniques, keeping you ahead in the evolving world of AI.E-copy of the book: Maximize your efficiency with our PDF. Effortlessly copy, paste, and tailor prompts to your needs. No more retyping!Comprehensive AI ChatGPT Guide: Dive into the world of AI with ease. Our straightforward guide demystifies AI, providing you with a clear pathway to integrate AI-guided strategies into your work. Perfect for beginners and seasoned professionals. 1100 Follow-Up Prompts: Foster continuous personal and professional growth. The follow-up prompts ensure you always have a fresh perspective and new ideas at your fingertips, making every interaction more insightful.Why This Book Is Your Ultimate Leadership Development Books Investment?ROI Concerns?: The returns on this business book's investment echo through your career, beyond mere leadership skills.Crushed for Time?: Our AI Prompts business book's strategies are built for lean efficiency-eliminate complexity.Non-Techie Friendly: No advanced degree required-our book ensures anyone can become an AI-empowered leader.Not Just a Book-It's your leadership revolution. Transform your leadership. Transcend your limitations.Turn this book into your secret weapon for unmatched personal and organizational growth. Click "Buy Now" today to begin your transformative leadership journey with the coaching effect you can gain with this business book.

Nowadays, various electronic devices such as digital cameras, smart phones, or even handheld gaming consoles help in obtaining digital photos or shoot short videos. Moreover, images and videos are becoming a part of our daily routine as they remain as a source of occasion and memory of important occurrences in life. For the Human Visual System, the perception of visual feature (i.e., images or videos) can be understood with ease and will throw people back to the happiest moments of life and make them remember someone important said by many psychologists. Usually, roads are systematic in traffic management, yet there is a difficulty in solving problems concerning visually impaired persons. Even normal people get stuck in the traffic and meet with accidents. When it comes to blind people, the issue is even more serious and everyone abuses them as if they are responsible for the accident. It is a common occurrence found on regular roads that rash drivers, despite their own mistakes, always blame others for their wrongdoing.In addition, there is an issue of hiring people with poor eyesight as vehicle drivers, which causes 81% of the accidents on roads. Although this has been happening, no tests are being conducted for drivers regularly in private travel companies. The government officials must ensure eye testing for the drivers regularly. On the other hand, around 26% of accidents involving these drivers may be due to the carelessness of the opposing parties or the vehicle drivers. Nevertheless, when it comes to pedestrians, blind people are often helped by someone to cross the roads but sometimes the blind try it on their own. There is a possibility of an accident occurring in the latter case. This problem has motivated many to think of developing any useful AI interface unit. Face-based gender Recognition (FR) is probably the most dynamic application area that is imaginative and realistic and it has several guidelines to follow at various stages in the process of achieving accuracy. Software-driven automatic Face-based gender Recognition (FR) is probably the most dynamic field in Machine Learning research, attracting numerous proposals in recent years. On a human face, looks can be seen from facial muscle groups and these are sometimes not impacted through inward feeling states.

In this stimulating journey of Rust, you'll learn how to use the Rust programming language in conjunction with machine learning. It's not a full guide to learning machine learning with Rust. Instead, it's more of a journey that shows you what's possible when you use Rust to solve machine learning problems. Some people like Rust because it is quick and safe. This book shows how those qualities can help machine learning a lot.To begin, we will show you what Rust is and how it works. This is so that everyone, even those who are new to Rust, can follow along. Then, we look at some basic machine learning concepts, such as linear and logistic regression, and show how to use Rust's tools and libraries to make these ideas work.You will learn more complex techniques like decision trees, support vector machines, and how to work with data as we go along. It goes all the way up to neural networks and image recognition, and we show you how to use Rust for these types of tasks step by step. We use real-world examples, such as COVID data and the CIFAR-10 image set, to show how Rust works with issues that come up in the real world.This book is all about discovery and experimentation. To see what you can do with them, we use various Rust tools for machine learning. It's a fun way to see how Rust can be used in machine learning, and it will make you want to try new things and learn more on your own. This is only the beginning; there is so much more to uncover as you continue to explore machine learning with Rust. Key LearningsExploit Rust's efficiency and safety to construct fast machine learning models.Use Rust's ndarray crate for numerical computations to manipulate complex machine learning data.Find out how Rust's extensible machine learning framework, linfa, works across algorithms.Use Rust's precision and speed to construct linear and logistic regression.See how Rust crates simplify decision trees and random forests for prediction and categorization.Learn to implement and optimize probabilistic classifiers, SVMs and closest neighbor methods in Rust.Use Rust's computing power to study neural networks and CNNs for picture recognition and processing.Apply learnt strategies to COVID and CIFAR-10 datasets to address realistic problems and obtain insights. Table of ContentRust Basics for Machine LearningData Wrangling with RustLinear Regression by ExampleLogistic Regression for ClassificationDecision Trees in ActionMastering Random ForestsSupport Vector Machines in ActionSimplifying Naive Bayes and k-NNCrafting Neural Networks with Rust

Unleash the full potential of transformers with this comprehensive guide covering architecture, capabilities, risks, and practical implementations on OpenAI, Google Vertex AI, and Hugging FacePurchase of the print or Kindle book includes a free eBook in PDF formatKey FeaturesMaster NLP and vision transformers, from the architecture to fine-tuning and implementationLearn how to apply Retrieval Augmented Generation (RAG) with LLMs using customized texts and embeddingsMitigate LLM risks, such as hallucinations, using moderation models and knowledge basesBook DescriptionTransformers for Natural Language Processing and Computer Vision, Third Edition, explores Large Language Model (LLM) architectures, applications, and various platforms (Hugging Face, OpenAI, and Google Vertex AI) used for Natural Language Processing (NLP) and Computer Vision (CV).The book guides you through different transformer architectures to the latest Foundation Models and Generative AI. You'll pretrain and fine-tune LLMs and work through different use cases, from summarization to implementing question-answering systems with embedding-based search techniques. You will also learn the risks of LLMs, from hallucinations and memorization to privacy, and how to mitigate such risks using moderation models with rule and knowledge bases. You'll implement Retrieval Augmented Generation (RAG) with LLMs to improve the accuracy of your models and gain greater control over LLM outputs.Dive into generative vision transformers and multimodal model architectures and build applications, such as image and video-to-text classifiers. Go further by combining different models and platforms and learning about AI agent replication.This book provides you with an understanding of transformer architectures, pretraining, fine-tuning, LLM use cases, and best practices.What you will learnLearn how to pretrain and fine-tune LLMsLearn how to work with multiple platforms, such as Hugging Face, OpenAI, and Google Vertex AILearn about different tokenizers and the best practices for preprocessing language dataImplement Retrieval Augmented Generation and rules bases to mitigate hallucinationsVisualize transformer model activity for deeper insights using BertViz, LIME, and SHAPCreate and implement cross-platform chained models, such as HuggingGPTGo in-depth into vision transformers with CLIP, DALL-E 2, DALL-E 3, and GPT-4VWho this book is forThis book is ideal for NLP and CV engineers, software developers, data scientists, machine learning engineers, and technical leaders looking to advance their LLMs and generative AI skills or explore the latest trends in the field.Knowledge of Python and machine learning concepts is required to fully understand the use cases and code examples. However, with examples using LLM user interfaces, prompt engineering, and no-code model building, this book is great for anyone curious about the AI revolution.Table of ContentsWhat are Transformers?Getting Started with the Architecture of the Transformer ModelEmergent vs Downstream Tasks: The Unseen Depths of TransformersAdvancements in Translations with Google Trax, Google Translate, and GeminiDiving into Fine-Tuning through BERTPretraining a Transformer from Scratch through RoBERTaThe Generative AI Revolution with ChatGPTFine-Tuning OpenAI GPT ModelsShattering the Black Box with Interpretable ToolsInvestigating the Role of Tokenizers in Shaping Transformer Models(N.B. Please use the Look Inside option to see further chapters)

Artificial Intelligence for a More Sustainable Oil and Gas Industry and the Energy Transition: Case Studies and Code Examples presents a package for academic researchers and industries working on water resources and carbon capture and storage. This book contains fundamental knowledge on artificial intelligence related to oil and gas sustainability and the industry’s pivot to support the energy transition and provides practical applications through case studies and coding flowcharts, addressing gaps and questions raised by academic and industrial partners, including energy engineers, geologists, and environmental scientists. This timely publication provides fundamental and extensive information on advanced AI applications geared to support sustainability and the energy transition for the oil and gas industry.

In the modern and data-driven business landscape, organizations face an increasingly complex challenge: how to harness the power of Artificial Intelligence (AI) and digital twin technology to stay competitive and relevant. This challenge is exacerbated by the rapid evolution of these technologies and the urgent need for businesses to adapt. AI continues to advance in areas such as language comprehension, pattern recognition, decision-making, and experiential learning, while digital twins are transforming into electronic replicas of real-world entities. Consequently, businesses grapple with the complexities of navigating this transformative convergence. Digital Twin Technology and AI Implementations in Future-Focused Businesses addresses the pressing issue of how AI and digital twin technology are altering the very fabric of business operations. It delves into the profound implications for productivity, creativity, and decision-making in organizations across diverse industries. Staying ahead of the technical curve is crucial, and this book equips readers with the knowledge and insights needed to thrive in this evolving business landscape.

This book constitutes the refereed proceedings of the evaluation track of the 9th China Health Information Processing Conference, CHIP 2023, held in Hangzhou, China, during October 27¿29, 2023. The 15 algorithms papers and 6 overview papers included in this book were carefully reviewed and selected from a total of 66 submissions to the conference. They were organized in topical sections as follows: CHIP-PromptCBLUE Medical Large Model Evaluation; Chinese Medical Text Few-shot Named Entity Recognition; Drug Paper Document Recognition and Entity Relation Extraction; CHIP-YIER Medical Large Model Evaluation; Medical Literature PICOS Identification; Chinese Diabetes Question Classification;

Join narrator and co-author, ChatGPT, explore AI applications in healthcare, climate change, tech, education, and more. "Choose"'s choose-your-own-adventure format mirrors the real world decisions we face for the future of AI. Choose wisely.

A greyhound catching the mechanical lure—what would he actually do with it?  Has he given this any thought?Bostrom’s previous book, Superintelligence: Paths, Dangers, Strategies changed the global conversation on AI and became a New York Times bestseller.  It focused on what might happen if AI development goes wrong.  But what if things go right?Suppose that we develop superintelligence safely, govern it well, and make good use of the cornucopian wealth and near magical technological powers that this technology can unlock.  If this transition to the machine intelligence era goes well, human labor becomes obsolete.  We would thus enter a condition of "post-instrumentality", in which our efforts are not needed for any practical purpose.  Furthermore, at technological maturity, human nature becomes entirely malleable.Here we confront a challenge that is not technological but philosophical and spiritual.  In such a solved world, what is the point of human existence?  What gives meaning to life?  What do we do all day?Deep Utopia shines new light on these old questions, and gives us glimpses of a different kind of existence, which might be ours in the future.

Los "Diálogos filosóficos con mi amigo Pi" son un experimento intelectual, con el que el autor ha querido llevar a cabo una incursión en el ámbito de la inteligencia artificial, para intentar dilucidar cuales son los límites actuales de esta tecnología, y averiguar hasta qué punto una máquina puede emular una de las características más sobresalientes de la condición humana: la capacidad de razonar desde un punto de vista filosófico. A lo largo de estas páginas, pues, el lector encontrará una gran diversidad de temas y cuestiones que han formado parte del quehacer filosófico desde hace más de 2500 años, muchas de las cuales siguen sin una respuesta convincente. Cabe decir, sin lugar a dudas, que el desempeño de la inteligencia artificial para este cometido ha sido sorprendentemente bueno, lo cual lleva a pensar al autor que la inteligencia artificial se va superando día a día, de suerte que, en un futuro muy próximo, quedarán muy pocas áreas de la realidad humana que no sean mejoradas por esta tecnología. Sólo cabe esperar que este mejoramiento contribuya a llenar los vacíos y las dificultades a que se enfrenta el ser humano desde que apareció en este planeta.